According to our database1, Christopher Beckham authored at least 7 papers between 2016 and 2018.
Legend:Book In proceedings Article PhD thesis Other
Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as a Regularizer.
Unsupervised Depth Estimation, 3D Face Rotation and Replacement.
A step towards procedural terrain generation with GANs.
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Unimodal Probability Distributions for Deep Ordinal Classification.
Proceedings of the 34th International Conference on Machine Learning, 2017
Semi-Supervised Detection of Extreme Weather Events in Large Climate Datasets.
A simple squared-error reformulation for ordinal classification.